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Record W4323982046 · doi:10.1353/chn.2023.0000

Survival through Pragmatic Thinking: Revisiting the Untold Stories behind the Canada–China Grain Trade, 1960–63

2023· article· en· W4323982046 on OpenAlex
Yun Liu

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueChina An International Journal · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsDistrustPoliticsChinaDiplomacyNarrativeAssertionPolitical scienceState (computer science)IdeologyTrade warPolitical economyEconomySociologyEconomicsLaw

Abstract

fetched live from OpenAlex

This article examines the untold stories behind the Canada–China grain trade in the 1960–63 period. According to some archived records of Canadian business proceedings that have yet barely been examined, non-state agents in both nations took joint initiatives to deliver these grain sales, demonstrating pragmatic attitudes to de-escalate political tensions. Despite intensive disputes that persistently sabotaged trade normalisation, many actors devoted tireless efforts consistent with the future trend of public diplomacy. Acting on behalf of local civil societies and business associations, Canadian wheat trade agents facilitated effective two-way communication with their Chinese peers. The emphasis on common interests, rather than on ideological assertion, helped to contain political distrust with "de-othering" narratives. Increased engagement by civilian stakeholders thus served to hedge against political risk exposures.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.738
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0050.000
Scholarly communication0.0020.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.021
GPT teacher head0.292
Teacher spread0.270 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it